Table Data - All Employees: Education and Health Services: Private Educational Services in Scranton--Wilkes-Barre--Hazleton, PA (MSA)
| Title | All Employees: Education and Health Services: Private Educational Services in Scranton--Wilkes-Barre--Hazleton, PA (MSA) |
|---|---|
| Series ID | SMU42425406561000001SA |
| Source | U.S. Bureau of Labor Statistics, Federal Reserve Bank of St. Louis |
| Release | State and Metro Area Employment, Hours, and Earnings (Not a Press Release) |
| Seasonal Adjustment | Seasonally Adjusted |
| Frequency | Monthly |
| Units | Thousands of Persons |
| Date Range | 1990-01-01 to 2024-11-01 |
| Last Updated | 2024-12-21 5:15 AM CST |
| Notes | The Federal Reserve Bank of St. Louis seasonally adjusts this series by using the 'statsmodels' library from Python with default parameter settings. The package uses the U.S. Bureau of the Census X-13ARIMA-SEATS Seasonal Adjustment Program. More information on the 'statsmodels' X-13ARIMA-SEATS package can be found here. More information on X-13ARIMA-SEATS can be found here. Many series include both seasonally adjusted (SA) and not seasonally adjusted (NSA) data. Occasionally, updates to the data will not include sufficient seasonal factors to trigger a seasonal adjustment. In these cases, the NSA series will be updated normally; but the SA series will also be updated with the NSA data. The NSA series can be located here here. Some seasonally adjusted series may exhibit negative values because they are created from a seasonal adjustment process regardless of the actual meaning or interpretation of the given indicator. |
| DATE | VALUE |
|---|---|
| 1990-01-01 | 7.1790390045512900 |
| 1990-02-01 | 6.7713029510005090 |
| 1990-03-01 | 6.7231256845485590 |
| 1990-04-01 | 6.8125669939847300 |
| 1990-05-01 | 6.7738158188184200 |
| 1990-06-01 | 6.9129808871380590 |
| 1990-07-01 | 6.8850001768764200 |
| 1990-08-01 | 6.9922574860603000 |
| 1990-09-01 | 7.0487027151561800 |
| 1990-10-01 | 6.9737852334862400 |
| 1990-11-01 | 6.9705741892130810 |
| 1990-12-01 | 7.1025016354159405 |
| 1991-01-01 | 7.0697338791478600 |
| 1991-02-01 | 7.1651808877642910 |
| 1991-03-01 | 7.1823435112756510 |
| 1991-04-01 | 7.1734362681215800 |
| 1991-05-01 | 7.1495649987650190 |
| 1991-06-01 | 7.3804796701425100 |
| 1991-07-01 | 6.8748482201288490 |
| 1991-08-01 | 6.9724433995006800 |
| 1991-09-01 | 6.9390370029704105 |
| 1991-10-01 | 7.1610305704754800 |
| 1991-11-01 | 7.2474655324686506 |
| 1991-12-01 | 7.3796854633408600 |
| 1992-01-01 | 7.1774698076243300 |
| 1992-02-01 | 7.1714071022424290 |
| 1992-03-01 | 7.1844544824530190 |
| 1992-04-01 | 7.0754165036823400 |
| 1992-05-01 | 7.1367438548060800 |
| 1992-06-01 | 7.1639727108179400 |
| 1992-07-01 | 6.8581701565393605 |
| 1992-08-01 | 7.0745452124167190 |
| 1992-09-01 | 7.1551607550680990 |
| 1992-10-01 | 7.2653953092615495 |
| 1992-11-01 | 7.2554411989500000 |
| 1992-12-01 | 7.1147482876839000 |
| 1993-01-01 | 7.1737765736570300 |
| 1993-02-01 | 7.1746393296485100 |
| 1993-03-01 | 7.2769337134705300 |
| 1993-04-01 | 7.3411880926778700 |
| 1993-05-01 | 7.4130568585337695 |
| 1993-06-01 | 7.4024757464691700 |
| 1993-07-01 | 7.5623932508388490 |
| 1993-08-01 | 7.6696004299291910 |
| 1993-09-01 | 7.5809213979768300 |
| 1993-10-01 | 7.6440590044976000 |
| 1993-11-01 | 7.6216383102635200 |
| 1993-12-01 | 7.7679372465480990 |
| 1994-01-01 | 7.8191040639131390 |
| 1994-02-01 | 7.8487836593708800 |
| 1994-03-01 | 7.9135045332740700 |
| 1994-04-01 | 8.0533072440646390 |
| 1994-05-01 | 8.1646697630394500 |
| 1994-06-01 | 8.2167002376484200 |
| 1994-07-01 | 8.5111834245146910 |
| 1994-08-01 | 8.5075480392387700 |
| 1994-09-01 | 8.4419331059886690 |
| 1994-10-01 | 8.2981539955216590 |
| 1994-11-01 | 8.3451842538868000 |
| 1994-12-01 | 8.4177380192594600 |
| 1995-01-01 | 8.5749204127371710 |
| 1995-02-01 | 8.5040108325812100 |
| 1995-03-01 | 8.4557716225650500 |
| 1995-04-01 | 8.4893076114808700 |
| 1995-05-01 | 8.6465477865978000 |
| 1995-06-01 | 8.3271228872075200 |
| 1995-07-01 | 8.3951766730574400 |
| 1995-08-01 | 8.3612714719896400 |
| 1995-09-01 | 8.4486046901960700 |
| 1995-10-01 | 8.5077808120843100 |
| 1995-11-01 | 8.6260121004121700 |
| 1995-12-01 | 8.6114936761239510 |
| 1996-01-01 | 8.5795983965373500 |
| 1996-02-01 | 8.5603337863478600 |
| 1996-03-01 | 8.6225299219312800 |
| 1996-04-01 | 8.5535142209847110 |
| 1996-05-01 | 8.5745502046725800 |
| 1996-06-01 | 8.6752146824233610 |
| 1996-07-01 | 8.6511761360177600 |
| 1996-08-01 | 8.5993964596282600 |
| 1996-09-01 | 8.6792988967621600 |
| 1996-10-01 | 8.6171125148248600 |
| 1996-11-01 | 8.6198851827191600 |
| 1996-12-01 | 8.8912992797559700 |
| 1997-01-01 | 8.7039651359215200 |
| 1997-02-01 | 8.6060630758288210 |
| 1997-03-01 | 8.6036847450659000 |
| 1997-04-01 | 8.6272595516345100 |
| 1997-05-01 | 8.8060759324694200 |
| 1997-06-01 | 8.7883595784780700 |
| 1997-07-01 | 8.6765097178131790 |
| 1997-08-01 | 8.7211702473044400 |
| 1997-09-01 | 8.6827526351992000 |
| 1997-10-01 | 8.7168459599133800 |
| 1997-11-01 | 8.6973439729454600 |
| 1997-12-01 | 8.7155853583582200 |
| 1998-01-01 | 8.7224599025445200 |
| 1998-02-01 | 8.8330004739464500 |
| 1998-03-01 | 8.8596946631833100 |
| 1998-04-01 | 8.8841179468129000 |
| 1998-05-01 | 8.8569650637100200 |
| 1998-06-01 | 8.7979253259195900 |
| 1998-07-01 | 8.8250518135749400 |
| 1998-08-01 | 8.8333150885045900 |
| 1998-09-01 | 8.6729529990537910 |
| 1998-10-01 | 8.9021850057416900 |
| 1998-11-01 | 8.7788700251953210 |
| 1998-12-01 | 8.7243800148994000 |
| 1999-01-01 | 8.5235953198003700 |
| 1999-02-01 | 8.6752477972571100 |
| 1999-03-01 | 8.7541360784458700 |
| 1999-04-01 | 8.7878827770637700 |
| 1999-05-01 | 8.6136874315610990 |
| 1999-06-01 | 8.4724217796180000 |
| 1999-07-01 | 8.7360211234881100 |
| 1999-08-01 | 8.7019942823293700 |
| 1999-09-01 | 8.4296821980134200 |
| 1999-10-01 | 8.7256583577326000 |
| 1999-11-01 | 8.7802053353369200 |
| 1999-12-01 | 8.7402859948984890 |
| 2000-01-01 | 8.7524071104047700 |
| 2000-02-01 | 8.7028946623963410 |
| 2000-03-01 | 8.6431327067344000 |
| 2000-04-01 | 8.7005370842236190 |
| 2000-05-01 | 8.7475754213287200 |
| 2000-06-01 | 8.8535165720377210 |
| 2000-07-01 | 8.7708997034781600 |
| 2000-08-01 | 8.8376177353745800 |
| 2000-09-01 | 8.9255879099708810 |
| 2000-10-01 | 8.8126616459629000 |
| 2000-11-01 | 8.8669392577696800 |
| 2000-12-01 | 8.9378108992294100 |
| 2001-01-01 | 8.5274143152407600 |
| 2001-02-01 | 8.9325920280480990 |
| 2001-03-01 | 8.8063704340978600 |
| 2001-04-01 | 8.7971393616107410 |
| 2001-05-01 | 8.6622769393345100 |
| 2001-06-01 | 8.7710988669910000 |
| 2001-07-01 | 8.8112461323786700 |
| 2001-08-01 | 8.8812596604963400 |
| 2001-09-01 | 8.7757819347890700 |
| 2001-10-01 | 8.7202088485989500 |
| 2001-11-01 | 8.6902863741383000 |
| 2001-12-01 | 8.6678777971188600 |
| 2002-01-01 | 8.2902624664300180 |
| 2002-02-01 | 8.7026625672736000 |
| 2002-03-01 | 8.7913808926273300 |
| 2002-04-01 | 8.8074106246348900 |
| 2002-05-01 | 8.8620225695402510 |
| 2002-06-01 | 8.7971996790296400 |
| 2002-07-01 | 8.8537366721721790 |
| 2002-08-01 | 8.9377188890607000 |
| 2002-09-01 | 8.9464937864748900 |
| 2002-10-01 | 8.9778202365213690 |
| 2002-11-01 | 8.9706224248263010 |
| 2002-12-01 | 8.8597654419193200 |
| 2003-01-01 | 9.2522974602187300 |
| 2003-02-01 | 9.1227891802381900 |
| 2003-03-01 | 9.1339020933948000 |
| 2003-04-01 | 8.9848838364038300 |
| 2003-05-01 | 9.1443458346844810 |
| 2003-06-01 | 9.1916504489860300 |
| 2003-07-01 | 9.1539517983465010 |
| 2003-08-01 | 9.1206264007375000 |
| 2003-09-01 | 9.0018716634608590 |
| 2003-10-01 | 9.2291260392903700 |
| 2003-11-01 | 9.2413218387977700 |
| 2003-12-01 | 9.3518595087151400 |
| 2004-01-01 | 9.2415834605885990 |
| 2004-02-01 | 8.9899056275655200 |
| 2004-03-01 | 9.0262344219255000 |
| 2004-04-01 | 9.1579243575555190 |
| 2004-05-01 | 9.1506411188247600 |
| 2004-06-01 | 8.9835567438226700 |
| 2004-07-01 | 9.0815944800408000 |
| 2004-08-01 | 8.9120797969081700 |
| 2004-09-01 | 8.8287727763104900 |
| 2004-10-01 | 9.0318483776924900 |
| 2004-11-01 | 9.1650977446040000 |
| 2004-12-01 | 9.2166193141059500 |
| 2005-01-01 | 9.1223467077139200 |
| 2005-02-01 | 9.0462868163338490 |
| 2005-03-01 | 9.0198219706321900 |
| 2005-04-01 | 8.9557500106186400 |
| 2005-05-01 | 8.8829280063034600 |
| 2005-06-01 | 9.0213646552274210 |
| 2005-07-01 | 8.8594384499596700 |
| 2005-08-01 | 8.7937572961379100 |
| 2005-09-01 | 8.7367438520310000 |
| 2005-10-01 | 8.8501123468162400 |
| 2005-11-01 | 8.6364893941382000 |
| 2005-12-01 | 8.9289131235861000 |
| 2006-01-01 | 8.7849990830914190 |
| 2006-02-01 | 9.1040378750056320 |
| 2006-03-01 | 8.9209475272917890 |
| 2006-04-01 | 8.8478489770238100 |
| 2006-05-01 | 8.9427312572624800 |
| 2006-06-01 | 8.5687999307797180 |
| 2006-07-01 | 8.6028426477784800 |
| 2006-08-01 | 8.7593435436006400 |
| 2006-09-01 | 8.8373556644051500 |
| 2006-10-01 | 8.8539535800901500 |
| 2006-11-01 | 9.0137166379942800 |
| 2006-12-01 | 8.7558976062415700 |
| 2007-01-01 | 8.7799628490686210 |
| 2007-02-01 | 8.7967242735206400 |
| 2007-03-01 | 8.9066531174685000 |
| 2007-04-01 | 9.0061877164165400 |
| 2007-05-01 | 9.1072217902052400 |
| 2007-06-01 | 9.1938883335725200 |
| 2007-07-01 | 8.9390791272494400 |
| 2007-08-01 | 8.5866253922712300 |
| 2007-09-01 | 9.1514017574983590 |
| 2007-10-01 | 9.0432740685171400 |
| 2007-11-01 | 8.9194576637307410 |
| 2007-12-01 | 8.6858834329256900 |
| 2008-01-01 | 9.5472341626648700 |
| 2008-02-01 | 9.0471553937715500 |
| 2008-03-01 | 8.9714624106359490 |
| 2008-04-01 | 9.0882114338410200 |
| 2008-05-01 | 8.7714039364256100 |
| 2008-06-01 | 8.9546301971193300 |
| 2008-07-01 | 9.2689652661379900 |
| 2008-08-01 | 9.2842022084039100 |
| 2008-09-01 | 9.7826779557054000 |
| 2008-10-01 | 9.2387076022078210 |
| 2008-11-01 | 9.2731137172625710 |
| 2008-12-01 | 9.1644344786929400 |
| 2009-01-01 | 9.5672323419197500 |
| 2009-02-01 | 9.3976358831404200 |
| 2009-03-01 | 9.4802007090448600 |
| 2009-04-01 | 9.4289697276513900 |
| 2009-05-01 | 9.0194466913475100 |
| 2009-06-01 | 9.4369395127147400 |
| 2009-07-01 | 9.5983343728476900 |
| 2009-08-01 | 9.6291355956245290 |
| 2009-09-01 | 9.6442808291404300 |
| 2009-10-01 | 9.5295859297018910 |
| 2009-11-01 | 9.5147475931097300 |
| 2009-12-01 | 9.3992574788098600 |
| 2010-01-01 | 9.5969263186875700 |
| 2010-02-01 | 9.6760678072244490 |
| 2010-03-01 | 9.6336024214089400 |
| 2010-04-01 | 9.6931122631669010 |
| 2010-05-01 | 9.7540272453979600 |
| 2010-06-01 | 9.9122596605283810 |
| 2010-07-01 | 9.9484837690667800 |
| 2010-08-01 | 9.7447575063393490 |
| 2010-09-01 | 9.7176842945407600 |
| 2010-10-01 | 9.9074591301759400 |
| 2010-11-01 | 9.9459841245768690 |
| 2010-12-01 | 9.8602315968128800 |
| 2011-01-01 | 9.7508563742821800 |
| 2011-02-01 | 9.8595517855318200 |
| 2011-03-01 | 9.9010366824125300 |
| 2011-04-01 | 9.7829131145168110 |
| 2011-05-01 | 9.7577087346433300 |
| 2011-06-01 | 10.0400986168810000 |
| 2011-07-01 | 9.5852907730434800 |
| 2011-08-01 | 9.7540063794658300 |
| 2011-09-01 | 9.5998523109849200 |
| 2011-10-01 | 9.5593431502940200 |
| 2011-11-01 | 9.5689598718847500 |
| 2011-12-01 | 9.4866223364795100 |
| 2012-01-01 | 9.0234272055244900 |
| 2012-02-01 | 10.0678831655689010 |
| 2012-03-01 | 9.7592625965346900 |
| 2012-04-01 | 9.8868726909645090 |
| 2012-05-01 | 9.4292603051373210 |
| 2012-06-01 | 9.6805843198743400 |
| 2012-07-01 | 9.6030801484793590 |
| 2012-08-01 | 9.6351358456835520 |
| 2012-09-01 | 9.7746630046168500 |
| 2012-10-01 | 9.7509116795797100 |
| 2012-11-01 | 9.8339108990313910 |
| 2012-12-01 | 10.1485935368184010 |
| 2013-01-01 | 9.4918380049602900 |
| 2013-02-01 | 9.7324565177396900 |
| 2013-03-01 | 9.8232256746808490 |
| 2013-04-01 | 9.7258500218165200 |
| 2013-05-01 | 9.6979142223016410 |
| 2013-06-01 | 9.6835015460463600 |
| 2013-07-01 | 9.8601166052283920 |
| 2013-08-01 | 9.7499387619123910 |
| 2013-09-01 | 9.8457924450580610 |
| 2013-10-01 | 9.8499875691879400 |
| 2013-11-01 | 9.8419609102462600 |
| 2013-12-01 | 9.9443942082179110 |
| 2014-01-01 | 9.8384005558081600 |
| 2014-02-01 | 9.9424782389972100 |
| 2014-03-01 | 9.8098777700092600 |
| 2014-04-01 | 9.9403772005757600 |
| 2014-05-01 | 9.6626723869641410 |
| 2014-06-01 | 9.9253999488599300 |
| 2014-07-01 | 9.9759687527708220 |
| 2014-08-01 | 10.0999163908241980 |
| 2014-09-01 | 10.1020084655904010 |
| 2014-10-01 | 10.0311523127234010 |
| 2014-11-01 | 10.0406366615750000 |
| 2014-12-01 | 10.1499825556376990 |
| 2015-01-01 | 10.1928701805984990 |
| 2015-02-01 | 9.9517836944303000 |
| 2015-03-01 | 9.8845437683406610 |
| 2015-04-01 | 10.0608503272851980 |
| 2015-05-01 | 10.2357392182699000 |
| 2015-06-01 | 10.1572283313631980 |
| 2015-07-01 | 10.0970508386235000 |
| 2015-08-01 | 9.9489207681541800 |
| 2015-09-01 | 9.7649931275638800 |
| 2015-10-01 | 9.9317922048793400 |
| 2015-11-01 | 9.9757513631260300 |
| 2015-12-01 | 10.0073501935619010 |
| 2016-01-01 | 10.4472139809171980 |
| 2016-02-01 | 10.0500215254625000 |
| 2016-03-01 | 10.1238565331370000 |
| 2016-04-01 | 10.0859809590178010 |
| 2016-05-01 | 10.5160038921476000 |
| 2016-06-01 | 10.1432609105976980 |
| 2016-07-01 | 10.0986558993223010 |
| 2016-08-01 | 10.1597367193265000 |
| 2016-09-01 | 9.6306466670853690 |
| 2016-10-01 | 10.0025518817390980 |
| 2016-11-01 | 9.9993316590896700 |
| 2016-12-01 | 9.9961934915630700 |
| 2017-01-01 | 9.8129008327126700 |
| 2017-02-01 | 9.8741890174427490 |
| 2017-03-01 | 9.6988393713133390 |
| 2017-04-01 | 9.6438968311909500 |
| 2017-05-01 | 10.0215910704654000 |
| 2017-06-01 | 9.6562332445627490 |
| 2017-07-01 | 9.7346560428814200 |
| 2017-08-01 | 9.6222567156102110 |
| 2017-09-01 | 9.7839244380545800 |
| 2017-10-01 | 9.7151303289550110 |
| 2017-11-01 | 9.6551583179918900 |
| 2017-12-01 | 9.6369123429686800 |
| 2018-01-01 | 9.6190874450434900 |
| 2018-02-01 | 9.7139432321168910 |
| 2018-03-01 | 9.7159994431514600 |
| 2018-04-01 | 9.7558485685371790 |
| 2018-05-01 | 9.6166008244076400 |
| 2018-06-01 | 9.6295001866937790 |
| 2018-07-01 | 9.4615605440988700 |
| 2018-08-01 | 9.5736042495912790 |
| 2018-09-01 | 9.6664415180280600 |
| 2018-10-01 | 9.6227146864744810 |
| 2018-11-01 | 9.5783704121886500 |
| 2018-12-01 | 9.6573961960817110 |
| 2019-01-01 | 9.6310908536766200 |
| 2019-02-01 | 9.7528114073731500 |
| 2019-03-01 | 9.7329580442287310 |
| 2019-04-01 | 9.7768729630199400 |
| 2019-05-01 | 9.2051213168172700 |
| 2019-06-01 | 9.5915001902124200 |
| 2019-07-01 | 9.5419697401709290 |
| 2019-08-01 | 9.6319391353715390 |
| 2019-09-01 | 9.6595294292380610 |
| 2019-10-01 | 9.8227909282448300 |
| 2019-11-01 | 9.7718293969470090 |
| 2019-12-01 | 9.4799479666730600 |
| 2020-01-01 | 10.1887679828269990 |
| 2020-02-01 | 9.8160053900367000 |
| 2020-03-01 | 9.7498325273653600 |
| 2020-04-01 | 7.9923758279967500 |
| 2020-05-01 | 7.8870375125822500 |
| 2020-06-01 | 8.5813250674300400 |
| 2020-07-01 | 8.7530244839636000 |
| 2020-08-01 | 8.8708224219840290 |
| 2020-09-01 | 8.9166209268639700 |
| 2020-10-01 | 8.8560801066176100 |
| 2020-11-01 | 8.8883988782753600 |
| 2020-12-01 | 8.0716225707674810 |
| 2021-01-01 | 8.8176412355190200 |
| 2021-02-01 | 8.5730713774921300 |
| 2021-03-01 | 9.0308423593588500 |
| 2021-04-01 | 8.9284891537444200 |
| 2021-05-01 | 9.3430222736261900 |
| 2021-06-01 | 9.3376053205650700 |
| 2021-07-01 | 9.2951354564399010 |
| 2021-08-01 | 9.1921475027853500 |
| 2021-09-01 | 8.8593987570628200 |
| 2021-10-01 | 8.9787428185458100 |
| 2021-11-01 | 9.0784941181602400 |
| 2021-12-01 | 9.1938891791201100 |
| 2022-01-01 | 9.5632556743396790 |
| 2022-02-01 | 9.1737077590365700 |
| 2022-03-01 | 9.0422233887760510 |
| 2022-04-01 | 9.2351464100935200 |
| 2022-05-01 | 9.4249106156808310 |
| 2022-06-01 | 9.1536546879223900 |
| 2022-07-01 | 9.2338586008581200 |
| 2022-08-01 | 9.2963845414756300 |
| 2022-09-01 | 9.3004343026685800 |
| 2022-10-01 | 9.1898111295908010 |
| 2022-11-01 | 9.1802049120465100 |
| 2022-12-01 | 9.2778537026181790 |
| 2023-01-01 | 9.0751479327476900 |
| 2023-02-01 | 9.0988817185757700 |
| 2023-03-01 | 9.2378917784569300 |
| 2023-04-01 | 9.2490678858089600 |
| 2023-05-01 | 9.3328546714663400 |
| 2023-06-01 | 9.4638088229161200 |
| 2023-07-01 | 9.3141501488768300 |
| 2023-08-01 | 9.2857480181432110 |
| 2023-09-01 | 9.4331346665358100 |
| 2023-10-01 | 9.6663736924363910 |
| 2023-11-01 | 9.6404192433519100 |
| 2023-12-01 | 9.6408922974927300 |
| 2024-01-01 | 9.8208469646142500 |
| 2024-02-01 | 9.7612891714006600 |
| 2024-03-01 | 9.7022278681549300 |
| 2024-04-01 | 9.7093468349715280 |
| 2024-05-01 | 9.6392822390793300 |
| 2024-06-01 | 9.7868133516619390 |
| 2024-07-01 | 9.8962789963578000 |
| 2024-08-01 | 9.8863523412075000 |
| 2024-09-01 | 9.7559122081735090 |
| 2024-10-01 | 9.7584894848417890 |
| 2024-11-01 | 9.8249727391365710 |
